Cognitive Component of Development of the Innovative Diffusion of the Socio-Economic Systems
Filipkovska L, Filipkovska M (2024)
Publication Language: English
Publication Type: Conference contribution
Publication year: 2024
Publisher: Springer
Series: Lecture Notes in Networks and Systems
City/Town: Cham
Book Volume: 996
Pages Range: 14-40
Conference Proceedings Title: Integrated Computer Technologies in Mechanical Engineering - 2023. Synergetic Engineering, Volume 2
Event location: Kharkiv
ISBN: 9783031605482
DOI: 10.1007/978-3-031-60549-9_2
Abstract
The concept of the innovative diffusion is associated with the dissemination of innovations through the system of information, social and economic connections between the elements of the socio-economic system. The chapter is devoted to the cognitive component of the development of the innovative diffusion of such systems. The aim of the work is to study the issues of cognitive representation of the development of the innovative diffusion of the socio-economic systems and to design the theoretical base of the use of cognitive technologies for the making the relevant managerial decisions. The factor of cognitiveness, as the ability to perceive and process data to turn them into knowledge, will ensure stimulating the development of innovative sectors of the economy. The peculiarity of the cognitive approach is the possibility of qualitative modeling of complex weakly structured situations that are not subject to severe mathematical analysis. The attention is paid to examples of using the structural-analytical method of pattern recognition to predict the innovative development of the business entity. The authors demonstrated an original cognitive model, which allows to investigate problems that arise in the conditions of developing the innovative diffusion of economic systems. The relevant software complex has been created by the authors.
Authors with CRIS profile
Maria Filipkovska
Lehrstuhl für Dynamics, Control, Machine Learning and Numerics (Alexander von Humboldt-Professur)
Involved external institutions
How to cite
APA:
Filipkovska, L., & Filipkovska, M. (2024). Cognitive Component of Development of the Innovative Diffusion of the Socio-Economic Systems. In Mykola Nechyporuk, Volodymir Pavlikov, Dmytro Krytskyi (Eds.), Integrated Computer Technologies in Mechanical Engineering - 2023. Synergetic Engineering, Volume 2 (pp. 14-40). Kharkiv, UA: Cham: Springer.
MLA:
Filipkovska, Larysa, and Maria Filipkovska. "Cognitive Component of Development of the Innovative Diffusion of the Socio-Economic Systems." Proceedings of the Conference on Integrated Computer Technologies in Mechanical Engineering – Synergetic Engineering, ICTM 2023, Kharkiv Ed. Mykola Nechyporuk, Volodymir Pavlikov, Dmytro Krytskyi, Cham: Springer, 2024. 14-40.
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